Recover app data

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http://forums.androidcentral.com – Hi I've been trying to troubleshoot an issue with google play app and was advised to clear the app data and cache for google play. Ufortunately I wasn't aware that it would clear my google play search history. Im not happy about that because I want to go back over my history. Is it possible to recover the data and cache? Thanks. (HowTos)